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bedrock.go
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295 lines (245 loc) · 6.99 KB
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package iteragent
import (
"bytes"
"context"
"crypto/hmac"
"crypto/sha256"
"encoding/json"
"fmt"
"io"
"net/http"
"os"
"strings"
"time"
)
type BedrockConfig struct {
Region string
Model string
AccessKey string
SecretKey string
MaxTokens int
Temperature float32
}
type BedrockProvider struct {
config BedrockConfig
client *http.Client
}
func NewBedrock(config BedrockConfig) *BedrockProvider {
return &BedrockProvider{
config: config,
client: &http.Client{},
}
}
func (p *BedrockProvider) Name() string {
return "bedrock"
}
// TODO: Add ThinkingLevel support for Bedrock when provider supports it.
func (p *BedrockProvider) Complete(ctx context.Context, messages []Message, opts ...CompletionOptions) (string, error) {
url := fmt.Sprintf("https://bedrock-runtime.%s.amazonaws.com/model/%s/converse",
p.config.Region, p.config.Model)
systemPrompts := []map[string]string{}
var convMessages []map[string]interface{}
for _, msg := range messages {
if msg.Role == "system" {
systemPrompts = append(systemPrompts, map[string]string{"text": msg.Content})
} else {
role := msg.Role
if role == "assistant" {
role = "assistant"
}
convMessages = append(convMessages, map[string]interface{}{
"role": role,
"content": []map[string]string{
{"text": msg.Content},
},
})
}
}
body := map[string]interface{}{
"messages": convMessages,
}
if len(systemPrompts) > 0 {
body["system"] = systemPrompts
}
if p.config.MaxTokens > 0 {
body["maxTokens"] = p.config.MaxTokens
}
if p.config.Temperature > 0 {
body["temperature"] = p.config.Temperature
}
jsonBody, err := json.Marshal(body)
if err != nil {
return "", fmt.Errorf("marshal request: %w", err)
}
req, err := http.NewRequestWithContext(ctx, "POST", url, bytes.NewReader(jsonBody))
if err != nil {
return "", err
}
p.signRequest(req, string(jsonBody))
req.Header.Set("Content-Type", "application/json")
req.Header.Set("Accept", "application/json")
resp, err := p.client.Do(req)
if err != nil {
return "", err
}
defer resp.Body.Close()
respBody, err := io.ReadAll(resp.Body)
if err != nil {
return "", fmt.Errorf("read response: %w", err)
}
if resp.StatusCode != http.StatusOK {
return "", fmt.Errorf("Bedrock error (%d): %s", resp.StatusCode, string(respBody))
}
var response struct {
Output struct {
Message struct {
Content []struct {
Text string `json:"text"`
} `json:"content"`
} `json:"message"`
} `json:"output"`
}
if err := json.Unmarshal(respBody, &response); err != nil {
return "", fmt.Errorf("parse response: %w", err)
}
if len(response.Output.Message.Content) == 0 {
return "", fmt.Errorf("no response content")
}
return response.Output.Message.Content[0].Text, nil
}
// CompleteStream implements TokenStreamer for Bedrock. Bedrock's streaming API uses
// HTTP/2 binary event framing which requires the AWS SDK to decode correctly.
// As a pragmatic fallback, this calls Complete and delivers the full response as
// a single token so the agent loop still benefits from retry logic.
func (p *BedrockProvider) CompleteStream(ctx context.Context, messages []Message, opt CompletionOptions, onToken func(string)) (string, error) {
result, err := p.Complete(ctx, messages, opt)
if err != nil {
return "", err
}
if onToken != nil {
onToken(result)
}
return result, nil
}
func (p *BedrockProvider) Stream(ctx context.Context, config StreamConfig, messages []Message, onEvent func(StreamEvent)) (Message, error) {
url := fmt.Sprintf("https://bedrock-runtime.%s.amazonaws.com/model/%s/converse",
p.config.Region, p.config.Model)
systemPrompts := []map[string]string{}
var convMessages []map[string]interface{}
for _, msg := range messages {
if msg.Role == "system" {
systemPrompts = append(systemPrompts, map[string]string{"text": msg.Content})
} else {
convMessages = append(convMessages, map[string]interface{}{
"role": msg.Role,
"content": []map[string]string{
{"text": msg.Content},
},
})
}
}
body := map[string]interface{}{
"messages": convMessages,
"stream": true,
}
if len(systemPrompts) > 0 {
body["system"] = systemPrompts
}
if config.MaxTokens > 0 {
body["maxTokens"] = config.MaxTokens
}
if config.Temperature > 0 {
body["temperature"] = config.Temperature
}
jsonBody, _ := json.Marshal(body)
req, err := http.NewRequestWithContext(ctx, "POST", url, bytes.NewReader(jsonBody))
if err != nil {
return Message{}, err
}
p.signRequest(req, string(jsonBody))
req.Header.Set("Content-Type", "application/json")
req.Header.Set("Accept", "application/json")
resp, err := p.client.Do(req)
if err != nil {
return Message{}, err
}
defer resp.Body.Close()
var content strings.Builder
decoder := NewSSEDecoder(resp.Body)
for {
event, err := decoder.Decode()
if err == io.EOF {
break
}
if err != nil {
break
}
if event.Type == "content" {
content.WriteString(event.Content)
onEvent(event)
}
}
return Message{
Role: "assistant",
Content: content.String(),
}, nil
}
func (p *BedrockProvider) signRequest(req *http.Request, payload string) {
now := time.Now().UTC()
date := now.Format("20060102T150405Z")
amzDate := os.Getenv("AWS_AMZ_DATE")
if amzDate != "" {
date = amzDate
}
region := p.config.Region
service := "bedrock"
req.Header.Set("X-Amz-Date", date)
req.Header.Set("X-Amz-Target", "AmazonBedrockRuntime.Converse")
host := req.Host
if host == "" {
// Strip port if present, use full hostname (not just first segment).
host = req.URL.Hostname()
}
hashedPayload := fmt.Sprintf("%x", sha256.Sum256([]byte(payload)))
headers := []string{
"content-type:application/json",
fmt.Sprintf("host:%s", host),
fmt.Sprintf("x-amz-date:%s", date),
fmt.Sprintf("x-amz-target:AmazonBedrockRuntime.Converse"),
}
signedHeaders := "content-type;host;x-amz-date;x-amz-target"
canonicalRequest := strings.Join([]string{
"POST",
"/model/" + p.config.Model + "/converse",
"",
strings.Join(headers, "\n"),
signedHeaders,
hashedPayload,
}, "\n")
hashedCanonical := fmt.Sprintf("%x", sha256.Sum256([]byte(canonicalRequest)))
algorithm := "AWS4-HMAC-SHA256"
credentialScope := fmt.Sprintf("%s/%s/%s/aws4_request", date[:8], region, service)
stringToSign := strings.Join([]string{
algorithm,
date,
credentialScope,
hashedCanonical,
}, "\n")
kDate := hmacSHA256([]byte("AWS4"+p.config.SecretKey), date[:8])
kRegion := hmacSHA256(kDate, region)
kService := hmacSHA256(kRegion, service)
kSigning := hmacSHA256(kService, "aws4_request")
signature := fmt.Sprintf("%x", hmacSHA256(kSigning, stringToSign))
authHeader := fmt.Sprintf("%s Credential=%s/%s, SignedHeaders=%s, Signature=%s",
algorithm, p.config.AccessKey, credentialScope, signedHeaders, signature)
req.Header.Set("Authorization", authHeader)
}
func hmacSHA256(key []byte, data string) []byte {
h := hmac.New(sha256.New, key)
h.Write([]byte(data))
return h.Sum(nil)
}
func init() {
registry := NewProviderRegistry()
registry.Register(ProtocolBedrock, &BedrockProvider{})
}